Publications

Journals and Conferences Publications

420 entries « 1 of 9 »

2021

Buroni, Giovanni; Bontempi, Gianluca; Determe, Karl

A tutorial on network-wide multi-horizon traffic forecasting with deep learning Journal Article

CEUR Workshop Proceedings, 2841 , 2021, (Language of publication: en).

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Bontempi, Gianluca; Chavarriaga, Ricardo; eD Canck, Hans; Girardi, Emanuela; Hoos, Holger H; Kilbane-Dawe, Iarla; Ball, Tonio; Nowe, Ann; Sousa, Jose; Bacciu, Davide; Aldinucci, Marco; eD Domenico, Manlio; Saffiotti, Alessandro; Maratea, Marco

The CLAIRE COVID-19 initiative: approach, experiences and recommendations Journal Article

Ethics and information technology, 2021, (DOI: 10.1007/s10676-020-09567-7).

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Bontempi, Gianluca

Statistical foundations of machine learning Book

2021, (Language of publication: en).

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Guida, Sibilla Di; Han, The Anh T A H; Kirchsteiger, Georg; Lenaerts, Tom; Zisis, Ioannis

Repeated interaction and its impact on cooperation and surplus allocation---an experimental analysis Journal Article

Games, 12 (1), 2021, (DOI: 10.3390/g12010025).

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`e, Nathaniel Vincent Mon P; Lenaerts, Tom; d dos Pacheco, Jorge Manuel Santos J M S; Dingli, David

Multistage feedback-driven compartmental dynamics of hematopoiesis Journal Article

iScience, 24 (4), 2021, (DOI: 10.1016/j.isci.2021.102326).

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`e, Quentin Rivi; Xiao, Qiying; Gutsch, Annelie; Defrance, Matthieu; Webb, A A R; Verbruggen, Nathalie

Mg deficiency interacts with the circadian clock and phytochromes pathways in Arabidopsis Journal Article

Annals of Applied Biology, 178 (2), pp. 387-399, 2021, (DOI: 10.1111/aab.12659).

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Ciortan, Madalina; Defrance, Matthieu

Contrastive self-supervised clustering of scRNA-seq data. Journal Article

BMC bioinformatics, 22 (1), pp. 280, 2021, (DOI: 10.1186/s12859-021-04210-8).

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2020

Pollaris, Arnaud; Bontempi, Gianluca

Latent Causation: An algorithm for pairs of correlated latent variables in Linear Non-Gaussian Structural Equation Modeling Miscellaneous

2020, (Conference: BNAIC/BENELEARN (19 & 20 November 2020: Leiden (online))).

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Simar, Cédric; Petieau, Mathieu; Cebolla, Ana Maria; Leroy, Axelle; Bontempi, Gianluca; Chéron, Guy

EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband Inproceedings

2020, (DOI: 10.1109/IJCNN48605.2020.9207486).

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Caro, Fabrizio De; Stefani, Jacopo De; Bontempi, Gianluca; Vaccaro, Alfredo A; Villacci, Domenico D

Robust Assessment of Short-Term Wind Power Forecasting Models on Multiple Time Horizons Journal Article

Technology and Economics of Smart Grids and Sustainable Energy, 5 (1), 2020, (DOI: 10.1007/s40866-020-00090-8).

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Simar, Cédric; Cebolla, Ana Maria; "e, Ga; Petieau, Mathieu; Bontempi, Gianluca; Berthoz, Alain; Cheron, Guy

Hyperscanning EEG and Classification Based on Riemannian Geometry for Festive and Violent Mental State Discrimination Journal Article

Frontiers in Neuroscience, 14 , 2020, (DOI: 10.3389/fnins.2020.588357).

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Colaprico, Antonio; Olsen, Catharina; Bailey, Matthew; Odom, Gabriel G J; Terkelsen, Thilde; Silva, Tiago Chedraoui; Olsen, André Vidas; Cantini, Laura; Zinovyev, Andrey; Barillot, Emmanuel; Noushmehr, Houtan; Bertoli, Gloria; Castiglioni, Isabella; Cava, Claudia; Bontempi, Gianluca; Chen, Xi Steven; Papaleo, Elena

Interpreting pathways to discover cancer driver genes with Moonlight Journal Article

Nature communications, 11 (1), 2020, (DOI: 10.1038/s41467-019-13803-0).

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Duerinckx, Sarah; Jacquemin, Valérie; Drunat, Séverine; Vial, Yoann; Passemard, Sandrine; Perazzolo, Camille; Massart, Annick; Soblet, Julie; Racapé, Judith; Desmyter, Laurence; Badoer, Cindy; Papadimitriou, Sofia; "e, Yann-A; Lefort, Anne; Libert, Frédérick; Maertelaer, Viviane De; Rooman, Marianne; Costagliola, Sabine; Verloes, Alain; Lenaerts, Tom; Pirson, Isabelle; Abramowicz, Marc

Digenic inheritance of human primary microcephaly delineates centrosomal and non centrosomal pathways. Journal Article

Human mutation, 41 (2), pp. 512-524, 2020, (DOI: 10.1002/humu.23948).

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Rocha, Luis Mateus; Singh, Vikramjit; Esch, Markus; Lenaerts, Tom; Liljeros, Fredrik; Thorson, Anna

Dynamic contact networks of patients and MRSA spread in hospitals Journal Article

Scientific reports, 10 (1), 2020, (DOI: 10.1038/s41598-020-66270-9).

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"e, Ma; Demetter, Pieter; Wind, Roland De; Galdon, Maria Gomez; Velde, Sylvie Vande; Lens, Gaspard; Craciun, Ligia; Deleruelle, Amélie; Larsimont, Denis; Lenaerts, Tom; Sclafani, Francesco; Deleporte, Amélie; Donckier, Vincent; Hendlisz, Alain; Vandeputte, Caroline

Infiltrative tumour growth pattern correlates with poor outcome in oesophageal cancer. Journal Article

BMJ open gastroenterology, 7 (1), 2020, (DOI: 10.1136/bmjgast-2020-000431).

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'c, Jelena Gruji; Lenaerts, Tom

Do people imitate when making decisions? Evidence from a spatial Prisoner's Dilemma experiment: Do people imitate when making decisions Journal Article

Royal Society open science, 7 (7), 2020, (DOI: 10.1098/rsos.200618).

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Domingos, Elias Fernández; 'c, Jelena Gruji; Burguillo, Juan J C; Kirchsteiger, Georg; Santos, Francisco C; Lenaerts, Tom

Timing Uncertainty in Collective Risk Dilemmas Encourages Group Reciprocation and Polarization Journal Article

iScience, 23 (12), 2020, (DOI: 10.1016/j.isci.2020.101752).

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Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems Journal Article

Lecture notes in computer science, 12496 LNAI , pp. 125-138, 2020, (DOI: 10.1007/978-3-030-63007-2_10).

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Abels, Axel; Lenaerts, Tom; Trianni, Vito; Nowe, Ann

Collective Decision-Making as a Contextual Multi-armed Bandit Problem Journal Article

Lecture notes in computer science, 12496 LNAI , pp. 113-124, 2020, (DOI: 10.1007/978-3-030-63007-2_9).

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Han, The Anh T A H; 'i, Lu; Santos, Francisco C; Lenaerts, Tom

To regulate or not: A social dynamics analysis of an idealised ai race Journal Article

The journal of artificial intelligence research, 69 , pp. 881-921, 2020, (DOI: 10.1613/JAIR.1.12225).

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Lorenzo, Ramiro; Onizuka, Michiho; Defrance, Matthieu; Laurent, Patrick

Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes Journal Article

Nucleic acids research, 2020, (DOI: 10.1093/nar/gkaa486).

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Lipski, D; Foucart, Vincent; Dewispelaere, Remi; Caspers, Laure; Defrance, Matthieu; Bruyns, Catherine; Willermain, Francois

Retinal endothelial cell phenotypic modifications during experimental autoimmune uveitis: A transcriptomic approach Journal Article

BMC ophthalmology, 20 (1), 2020, (DOI: 10.1186/s12886-020-1333-5).

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2019

Stefani, Jacopo De; Bontempi, Gianluca; Caelen, Olivier; Hattab, Dalila

SYSTEM AND METHOD FOR MANAGING RISKS IN A PROCESS Miscellaneous

2019, (Language of publication: fr).

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Stefani, Jacopo De; Caelen, Olivier; Hattab, Dalila; "e, Yann-A; Bontempi, Gianluca

A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting Inproceedings

ECML PKDD 2018 Workshops, Springer, 2019, (Conference: ECML-PKDD 2018(Dublin)).

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Verhelst, Theo; Caelen, Olivier; Dewitte, Jean Christophe; Lebichot, Bertrand; Bontempi, Gianluca

Understanding telecom customer churn with machine learning: From prediction to causal inference Journal Article

CEUR Workshop Proceedings, 2491 , 2019, (Language of publication: en).

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Mounir, Mohamed; Lucchetta, Marta; Silva, Tiago Henrique Da T C; Olsen, Catharina; Bontempi, Gianluca; Chen, Xi; Noushmehr, Houtan; Colaprico, Antonio; Papaleo, Elena

New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx Journal Article

PLoS computational biology, 15 (3), pp. e1006701, 2019, (DOI: 10.1371/journal.pcbi.1006701).

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Bontempi, Gianluca

Comments on M4 competition Journal Article

International journal of forecasting, 2019, (DOI: 10.1016/j.ijforecast.2019.03.028).

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Carcillo, Fabrizio; "e, Yann-A; Caelen, Olivier; Kessaci, Yacine; Oblé, Frédéric; Bontempi, Gianluca

Combining unsupervised and supervised learning in credit card fraud detection Journal Article

Information sciences, 2019, (DOI: 10.1016/j.ins.2019.05.042).

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Bontempi, Gianluca

The Induction Problem: A Machine Learning Vindication Argument Journal Article

Lecture notes in computer science, 11943 LNCS , pp. 232-243, 2019, (DOI: 10.1007/978-3-030-37599-7_20).

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Abels, Axel; Roijers, Diederik D M; Lenaerts, Tom; Nowe, Ann; Steckelmacher, Denis

Dynamic Weights in Multi-Objective Deep Reinforcement Learning Inproceedings

Proceedings of the 36th International Conference on Machine Learning, pp. 11-20, PMLR, 2019, (Language of publication: en).

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Coppens, Youri; Efthymiadis, Kyriakos; Lenaerts, Tom; Nowé, Ann

Distilling Deep Reinforcement Learning Policies in Soft Decision Trees Inproceedings

Miller, Tim; Weber, Rosina; Magazzeni, Daniele (Ed.): Proceedings of the IJCAI 2019 Workshop on Explainable Artificial Intelligence, 2019, (Conference: (Macau, China)).

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Han, The Anh T A H; 'i, Lu; Lenaerts, Tom

Modelling and influencing the AI bidding War: A research agenda Inproceedings

Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, Association for Computing Machinery, 2019, (Conference: AAAI/ACM Conference on AI, Ethics, and Society(Honolulu, HI, USA)).

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Papadimitriou, Sofia; Gazzo, Andrea; Versbraegen, Nassim; Nachtegael, Charlotte; Aerts, Jan; Moreau, Yves; Dooren, Sonia Van; Nowe, Ann; Smits, Guillaume; Lenaerts, Tom

Predicting disease-causing variant combinations Journal Article

Proceedings of the National Academy of Sciences of the United States of America, 116 (24), pp. 11878-11887, 2019, (DOI: 10.1073/pnas.1815601116).

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Renaux, Alexandre; Papadimitriou, Sofia; Versbraegen, Nassim; Nachtegael, Charlotte; Boutry, Simon; Nowé, Ann; Smits, Guillaume; Lenaerts, Tom

ORVAL: a novel platform for the prediction and exploration of disease-causing oligogenic variant combinations. Journal Article

Nucleic acids research, 47 (W1), pp. W93-W98, 2019, (DOI: 10.1093/nar/gkz437).

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Versbraegen, Nassim; Fouché, Aziz; Nachtegael, Charlotte; Papadimitriou, Sofia; Gazzo, Andrea; Smits, Guillaume; Lenaerts, Tom

Using game theory and decision decomposition to effectively discern and characterise bi-locus diseases Journal Article

Artificial intelligence in medicine, 99 , 2019, (DOI: 10.1016/j.artmed.2019.06.006).

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Libin, Pieter; Versbraegen, Nassim; Abecasis, Ana A B; Gomes, Perpétua; Lenaerts, Tom; Nowe, Ann

Towards a phylogenetic measure to quantify HIV incidence Journal Article

CEUR Workshop Proceedings, 2491 , 2019, (Language of publication: en).

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Saykali, Bechara; Nahaboo, Wallis; Mathiah, Navrita; Racu, Marie-Lucie; Defrance, Matthieu; Migeotte, Isabelle

Distinct mesoderm migration phenotypes in extra-embryonic and embryonic regions of the early mouse embryo Journal Article

eLife, 8 , 2019, (DOI: 10.7554/eLife.42434.001).

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Istaces, Nicolas; Splittgerber, Marion; Silva, Viviana Lima; Nguyen, Muriel; Thomas, Séverine; Le, Aurore; Achouri, Younes; Calonne, Emilie; Defrance, Matthieu; c c, Fran; Goriely, Stanislas; Azouz, Abdulkader

EOMES interacts with RUNX3 and BRG1 to promote innate memory cell formation through epigenetic reprogramming Journal Article

Nature communications, 10 (1), 2019, (DOI: 10.1038/s41467-019-11233-6).

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2018

Silva, Tiago Chedraoui; Colaprico, Antonio; Olsen, Catharina; Malta, Tathiane Maistro Aistro T M; Bontempi, Gianluca; Ceccarelli, Michele; Berman, Benjamin B P; Noushmehr, Houtan

TCGAbiolinksGUI: A graphical user interface to analyze cancer molecular and clinical data [version 1; peer review: 1 approved, 1 approved with reservations] Journal Article

F1000Research, 7 , 2018, (DOI: 10.12688/F1000RESEARCH.14197.1).

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Cava, Claudia; Bertoli, Gloria; Colaprico, Antonio; Olsen, Catharina; Bontempi, Gianluca; Castiglioni, Isabella

Integration of multiple networks and pathways identifies cancer driver genes in pan-cancer analysis Journal Article

BMC genomics, 19 (1), 2018, (DOI: 10.1186/s12864-017-4423-x).

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Reggiani, Claudio; "e, Yann-A; Bontempi, Gianluca

Feature selection in high-dimensional dataset using MapReduce Journal Article

Communications in computer and information science, 823 , pp. 101-115, 2018, (DOI: 10.1007/978-3-319-76892-2_8).

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Trepo, Eric; Goossens, Nicolas; Fujiwara, Naoto; Song, Won-Min; Colaprico, Antonio; Marot, Astrid; Spahr, Laurent; Demetter, Pieter; Sempoux, Christine; Im, Gene Y; Saldarriaga, Joan; Gustot, Thierry; `e, Jacques Devi; Thung, Swan SN; Minsart, Charlotte; Serste, Thomas; Bontempi, Gianluca; Abdelrahman, Karim; Henrion, Jean; Degré, Delphine; Lucidi, Valerio; Rubbia-Brandt, Laura; Nair, Venugopalan D; Moreno, Christophe; Deltenre, Pierre; Hoshida, Yujin; Franchimont, Denis

Combination of Gene Expression Signature and Model for End-Stage Liver Disease Score Predicts Survival of Patients With Severe Alcoholic Hepatitis Journal Article

Gastroenterology, 154 (4), pp. 965-975, 2018, (DOI: 10.1053/j.gastro.2017.10.048).

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Cava, Claudia; Bertoli, Gloria; Colaprico, Antonio; Bontempi, Gianluca; Mauri, Giancarlo; Castiglioni, Isabella

In-silico integration approach to identify a key miRNA regulating a gene network in aggressive prostate cancer Journal Article

International journal of molecular sciences, 19 (3), 2018, (DOI: 10.3390/ijms19030910).

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Ioannidis, J P A; Bhattacharya, S; Evers, J L H; Veen, Der F V; Somigliana, E; Barratt, C L R; Bontempi, Gianluca; Baird, D T; Crosignani, P; Devroey, P; Diedrich, Klaus; Farquharson, R G; Fraser, L R; Geraedts, Joep Pm M; Gianaroli, Luca; Vecchia, La C; Magli, C; Negri, E; Sunde, A; Tapanainen, J S; Tarlatzis, Basil; Steirteghem, A V; Veiga, A

Protect us from poor-quality medical research Journal Article

Human reproduction, 33 (5), pp. 770-776, 2018, (DOI: 10.1093/humrep/dey056).

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Carcillo, Fabrizio; "e, Yann-A; Caelen, Olivier; Bontempi, Gianluca

Correction to: Streaming active learning strategies for real-life credit detection: assessment and visualization Journal Article

International journal of data science and analytics (Print), 5 (4), pp. 301-302, 2018, (DOI: 10.1007/s41060-018-0123-0).

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Carcillo, Fabrizio; "e, Yann-A; Caelen, Olivier; Bontempi, Gianluca

Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization Journal Article

International journal of data science and analytics (Print), 5 (4), pp. 285-300, 2018, (DOI: 10.1007/s41060-018-0116-z).

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de Bony, Eric James; Bizet, Martin; Grembergen, Olivier Van; Hassabi, Bouchra; Calonne, Emilie; Putmans, Pascale; Bontempi, Gianluca; c c, Fran

Comprehensive identification of long noncoding RNAs in colorectal cancer Journal Article

Oncotarget, 9 (45), pp. 27605-27629, 2018, (DOI: 10.18632/oncotarget.25218).

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Stefani, Jacopo De; "e, Yann-A; Caelen, Olivier; Hattab, Dalila; Bontempi, Gianluca

Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting Journal Article

International journal of data science and analytics (Print), 7 (4), pp. 311-329, 2018, (DOI: 10.1007/s41060-018-0150-x).

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Abels, Axel; Roijers, Diederik D M; Lenaerts, Tom; Nowe, Ann; Steckelmacher, Denis

Dynamic Weights in Multi-Objective Deep Reinforcement Learning Inproceedings

Proceedings of the 30th Benelux Conference on Artificial Intelligence, pp. 1-2, Springer, 2018, (Language of publication: en).

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`e, Nathaniel Mon P; Lenaerts, Tom; Pacheco, Jorge J M; Dingli, David

Evolutionary Dynamics of Paroxysmal Nocturnal Hemoglobinuria Journal Article

PLoS computational biology, 14 (6), 2018, (DOI: 10.1371/journal.pcbi.1006133).

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420 entries « 1 of 9 »